First Contact Agency — AI-native products with impact

Formation

We design and build AI-native products and platforms that amplify human taste, creators can direct the vision and connect with people who bring ideas to life.

Offerings

Our capabilities

We design and build AI-native systems that think, adapt, and grow, built for clarity, intelligence, and impact.

Product Strategy & Validation

We clarify the problem, align stakeholders, test concepts with real users, and turn the strongest direction into a practical roadmap and MVP.

Product Experience & Design Systems

We turn complex journeys into clear, accessible interfaces and scalable design systems that stay consistent as products, teams, and features grow.

AI Products &
Intelligent Workflows

We identify practical AI opportunities and build focused products, copilots, and automations around your users, data, and day-to-day workflows.

Custom Applications & Platforms

We design and develop desktop apps, web platforms, client portals, and internal tools tailored to how your organization actually works.

Kwib for Business

We implement Kwib around your organization, from custom modes and local AI deployment to private knowledge and purpose-built workflows tailored to how your team works.

Product Lab

Inside the lab

We build for those who create and build, direct what comes next, and connect the people who make it possible

A Knowledge Workspace & Intelligence Base. Open source can do anything. Kwib makes it work together in one modular desktop app.

.memory

Your smart file format that remembers context, connections, and what matters. Context that sticks. Find what matters. Built for creators.

Explore Kwib Learn about .memory

Kwib desktop dashboard greeting Penelope and showing projects, tasks, and local runtime status

LinkUp desktop app transfer screen with project selector, file drop area, and receive-by-code controls

Method

Identify and challenge existing assumptions selected. A yellow cube appears above a blue cube field, drops into the empty center, and shatters into smaller cubes that scatter outward and trigger a yellow ripple with brief orange peaks.

First Principles

Building from fundamental truths. Reducing complexity to its essential core.

Focusing on who it serves, what they need, and what gets in their way.

State the problem and write down all standard assumptions, constraints, and conventional wisdom surrounding it.

Get beneath the surface to find the essential problem, value, and real opportunity.

Drill down using recursive questioning until you reach baseline facts that cannot be broken down any further.

Structure: Define direction, align the system, and build clear foundation.
Compression: Challenge assumptions, remove what does not matter, and concentrate what is worth building.

Build new processes, designs, or conclusions using only those verified fundamental components.

Build: Design and build with precision, turning the essential idea into meaningful impact.
Refine: Launch, learn, validate, and evolve a system built to compound its impact over time.

We are

Mark Danhofer

Founder & CEO

Mark has spent 18 years turning complex systems into clear, scalable products from enterprise financial platforms to founder built AI software.

View Mark on LinkedIn

Let’s Talk

Start a project

Bring us the problem, the constraints, and the ambition. We use first-principles thinking to design and build AI-native products, platforms, and custom systems around how your business actually works.

Media inquiries

To connect with First Contact or founder Mark Danhofer, please get in touch.